Krishnateja Killamsetty PRO

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authored 6 papers 5 months ago

DELIFT: Data Efficient Language model Instruction Fine Tuning

Paper • 2411.04425 • Published Nov 7, 2024 • 11

Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs

Paper • 2412.13337 • Published Dec 17, 2024

MILO: Model-Agnostic Subset Selection Framework for Efficient Model Training and Tuning

Paper • 2301.13287 • Published Jan 30, 2023

Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning

Paper • 2504.07097 • Published Apr 9 • 1

SCoRe: Submodular Combinatorial Representation Learning

Paper • 2310.00165 • Published Sep 29, 2023

INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models

Paper • 2305.06677 • Published May 11, 2023